Agent-native by default
Structured, deterministic, cacheable. Clean Markdown, extracted metadata, parsed schema — in the shape agents expect.
Web toolkit for AI agents
Web tools for
AI agents.
Turn any URL into structured, agent-ready data. Clean Markdown, metadata, links, and schema — delivered in the shape your agent actually needs. Built for the agents you're shipping, not the ones in demos.
Free tier · No credit card · REST, MCP, Python, LangChain, LlamaIndex
MCP server ◆ Agent-ready output ◆ Structured extraction ◆ JS rendering ◆ Cloudflare-aware ◆ RAG-ready chunks ◆ Compliant by default ◆
The problem
Scraping APIs weren't built for agents.
Most APIs return raw HTML dumps agents burn tokens parsing. Pricing punishes the loops you actually run. Every framework needs its own adapter. ToolTrace fixes all three.
Built for agent loops
Per-call credits, no monthly minimums, aggressive free tier. Designed for workloads that fire many small requests.
Handles the hard sites
Static-first, browser when needed. JavaScript-heavy SPAs render reliably. Access challenges are detected, never faked.
Available now
One useful API at a time.
Focused products with clear behavior, transparent usage, and outputs that fit into real applications.
Live
Web Scraping API
Turn static and JavaScript-rendered webpages into clean Markdown, metadata, links, schema, and SEO diagnostics.
- Static extraction
- Browser rendering
- Structured output
- SEO audits
POST /v1/extract · 200 OK
{
"fetch": {
"render_method": "browser",
"credits_used": 5
},
"mode": "structured",
"markdown": "# Clean, useful content..."
}
Current focus
Make every live workflow dependable.
ToolTrace is improving the APIs already in production before expanding the product surface.
Production behavior
Test success, failure, rendering, limits, and evidence across every live endpoint.
Complete integration
Keep documentation, pricing, tools, analytics, and product claims synchronized.
Useful first outcomes
Help developers move from a free result to an API key and a successful request.
Platform principles
Built to stay useful.
Focused products
Each API solves a concrete problem without unnecessary complexity.
No bypasses, ever
We detect access challenges — we don't defeat them. Enterprise-safe by design.
Buy how you build
Direct plans with unified billing, or per-API access through RapidAPI and other marketplaces.
Latest field notes
Build with better context.
Practical guidance for building dependable web data products, extraction systems, and AI-ready workflows.
Read all articles
Web Scraping API Quickstart Guide
Send your first request, understand rendering choices, and build a reliable extraction workflow.
Read article
Static vs Browser-Rendered Web Scraping
Choose the right rendering method for speed, accuracy, predictable costs, and production resilience.
Read article
Web Scraping for AI Agents and RAG Pipelines
Design cleaner retrieval inputs with structured extraction, provenance, safeguards, and useful metadata.
Read articleFor AI agents
The whole toolkit, one install.
The ToolTrace MCP server connects Claude, Cursor, VS Code, Codex and any other MCP client to every ToolTrace endpoint. Your agent scrapes pages, reads metadata and schema, audits on-page SEO, detects tech stacks and checks sitemaps, without you writing an integration.
Install · npm
npm install -g @tooltrace/mcp-serverStart building